This webpage will show the results of a bat survey study done in the Plumas National Forest in North California. The objective of this study is to determine the distribution of the different species of bats within the park. In order to do that we have performed occupancy models for the species present in the park. The results of this models will be shown as maps showing the probability of occurence of bats in each point, that is, if you see a value of 1, there is a 100% chance of finding a bat in that point, if there is a value of 0 there is 0% chance of finding that specie in that point, if there is a value of 0.5 there is a 50% chance of finding that specie in that point.
Another result
In this area 0 means absence, and 1 means prescence. This table has for each site (ID), every specie and day, so for example if Mylu1=0, that means that for Myotis lucifugus (common name Little Brown bat, was detected on day one for that particular site).
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | |
|---|---|---|---|---|---|---|---|---|---|---|
| psi(Int) | -1.61 | -1.64 | -1.59 | -1.22 | -1.20 | -1.56 | -2.00 | -1.26 | -1.40 | -1.13 |
| (1.05) | (1.12) | (1.08) | (1.01) | (0.95) | (1.01) | (1.13) | (1.01) | (1.00) | (1.09) | |
| psi(Burn.intensity.Canopy) | 210.29 | 300.25 | 144.63 | |||||||
| (211.00) | (268.39) | (197.34) | ||||||||
| p(Int) | -3.84** | -5.57** | -4.56*** | -3.48** | -2.61* | -2.83* | -3.75** | -2.46 | -2.90* | -5.52** |
| (1.19) | (2.04) | (1.33) | (1.13) | (1.08) | (1.29) | (1.17) | (1.29) | (1.30) | (2.05) | |
| p(Meantemp) | 0.14 | 0.16* | 0.18* | 0.12 | 0.15* | 0.14 | 0.14 | 0.15 | 0.16* | |
| (0.07) | (0.08) | (0.08) | (0.07) | (0.08) | (0.07) | (0.08) | (0.08) | (0.08) | ||
| p(Meanhum) | 0.02 | 0.02 | 0.02 | |||||||
| (0.02) | (0.01) | (0.02) | ||||||||
| psi(Burn.intensity.soil) | 178.85 | 114.54 | 314.30 | 181.07 | ||||||
| (203.84) | (115.88) | (23730.91) | (210.14) | |||||||
| psi(Burn.intensity.basal) | 105.76 | -66.08 | 270.53 | 137.59 | 81.22 | |||||
| (197.21) | (67.12) | (23730.91) | (197.28) | (196.04) | ||||||
| p(sdtemp) | -0.39 | -0.47 | -0.33 | |||||||
| (0.31) | (0.33) | (0.30) | ||||||||
| Log Likelihood | -31.93 | -30.66 | -32.27 | -32.50 | -31.29 | -31.46 | -31.49 | -31.50 | -31.50 | -31.50 |
| AICc | 72.91 | 73.04 | 73.59 | 74.05 | 74.29 | 74.54 | 74.60 | 74.62 | 74.63 | 74.72 |
| Delta | 0.00 | 0.12 | 0.68 | 1.14 | 1.38 | 1.62 | 1.69 | 1.71 | 1.72 | 1.80 |
| Weight | 0.06 | 0.06 | 0.04 | 0.03 | 0.03 | 0.03 | 0.03 | 0.03 | 0.03 | 0.02 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | ||||||||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
|---|---|---|---|---|---|
| psi(Int) | 0.97** | 0.65 | 0.98** | 0.72 | 0.75 |
| (0.37) | (0.45) | (0.37) | (0.45) | (0.44) | |
| p(Int) | 4.76*** | 4.78*** | 2.72** | 4.77*** | 4.77*** |
| (1.38) | (1.38) | (0.83) | (1.37) | (1.37) | |
| p(Meanhum) | -0.04** | -0.04** | -0.03** | -0.04** | -0.04** |
| (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
| p(sdtemp) | -0.43* | -0.44* | -0.44* | -0.44* | |
| (0.22) | (0.22) | (0.22) | (0.22) | ||
| psi(Burn.intensity.soil) | 0.30 | ||||
| (0.29) | |||||
| psi(Burn.intensity.Canopy) | 0.23 | ||||
| (0.28) | |||||
| psi(Burn.intensity.basal) | 0.15 | ||||
| (0.20) | |||||
| Log Likelihood | -70.68 | -70.06 | -72.74 | -70.26 | -70.33 |
| AICc | 150.47 | 151.83 | 152.13 | 152.23 | 152.37 |
| Delta | 0.00 | 1.35 | 1.66 | 1.76 | 1.89 |
| Weight | 0.09 | 0.05 | 0.04 | 0.04 | 0.04 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | |||||
| Model 1 | Model 2 | |
|---|---|---|
| psi(Int) | -2.36* | -2.31* |
| (1.02) | (1.01) | |
| psi(Burn.intensity.basal) | -67.74 | -51.42 |
| (84.91) | (133.25) | |
| psi(Burn.intensity.Canopy) | 110.81 | 83.80 |
| (139.22) | (219.37) | |
| psi(Burn.intensity.soil) | -19.33 | -14.16 |
| (25.52) | (41.07) | |
| p(Int) | 3.96** | 5.52* |
| (1.52) | (2.17) | |
| p(Meantemp) | -0.33** | -0.38** |
| (0.11) | (0.12) | |
| p(sdhum) | -0.09 | |
| (0.09) | ||
| Log Likelihood | -27.85 | -27.21 |
| AICc | 70.04 | 71.80 |
| Delta | 0.00 | 1.76 |
| Weight | 0.08 | 0.03 |
| Num. obs. | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | ||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
|---|---|---|---|---|---|
| psi(Int) | -0.33 | 0.04 | 0.05 | 0.33 | -0.63 |
| (0.73) | (0.97) | (0.93) | (1.16) | (0.65) | |
| p(Int) | -0.50 | 3.73 | 3.92 | 5.30 | -2.06 |
| (1.11) | (4.24) | (3.96) | (4.17) | (1.72) | |
| p(Meanhum) | -0.01 | -0.01 | |||
| (0.01) | (0.01) | ||||
| p(Julian) | -0.03 | -0.03 | -0.03 | ||
| (0.02) | (0.02) | (0.02) | |||
| psi(Burn.intensity.basal) | -45.19 | ||||
| (42.17) | |||||
| psi(Burn.intensity.Canopy) | 60.74 | ||||
| (56.54) | |||||
| p(Meantemp) | 0.09 | ||||
| (0.14) | |||||
| Log Likelihood | -39.83 | -39.96 | -37.51 | -38.88 | -40.38 |
| AICc | 86.31 | 86.54 | 86.65 | 86.88 | 87.38 |
| Delta | 0.00 | 0.23 | 0.34 | 0.57 | 1.07 |
| Weight | 0.09 | 0.08 | 0.08 | 0.07 | 0.05 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | |||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | |
|---|---|---|---|---|---|---|---|---|
| psi(Int) | -1.36** | -1.31** | -1.34** | -1.26* | -1.31* | -1.32** | -1.36** | -1.27* |
| (0.52) | (0.51) | (0.52) | (0.52) | (0.51) | (0.50) | (0.52) | (0.52) | |
| psi(Burn.intensity.Canopy) | 0.56 | 0.61* | 0.40 | 0.55 | 1.39 | |||
| (0.29) | (0.29) | (0.24) | (0.29) | (1.09) | ||||
| p(Int) | -1.81 | -1.92 | 3.76 | -1.73 | 3.85 | 3.10** | -4.47* | -1.83 |
| (2.41) | (2.38) | (5.57) | (2.55) | (5.55) | (1.11) | (1.79) | (2.33) | |
| p(Meanhum) | -0.02 | -0.02 | -0.02 | -0.02 | -0.02 | -0.04* | -0.02 | |
| (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | ||
| p(Meantemp) | 0.27* | 0.27* | 0.27* | 0.26* | 0.28* | 0.34** | 0.27* | |
| (0.13) | (0.13) | (0.13) | (0.13) | (0.13) | (0.12) | (0.12) | ||
| psi(Burn.intensity.basal) | 0.42 | 0.47* | ||||||
| (0.23) | (0.23) | |||||||
| p(Julian) | -0.03 | -0.03 | ||||||
| (0.03) | (0.03) | |||||||
| psi(Burn.intensity.soil) | 0.47 | -0.89 | ||||||
| (0.28) | (1.10) | |||||||
| p(sdhum) | 0.02 | |||||||
| (0.07) | ||||||||
| Log Likelihood | -39.32 | -39.45 | -38.65 | -40.10 | -38.74 | -41.52 | -40.26 | -38.90 |
| AICc | 90.35 | 90.61 | 91.77 | 91.91 | 91.95 | 92.15 | 92.24 | 92.26 |
| Delta | 0.00 | 0.26 | 1.42 | 1.56 | 1.60 | 1.80 | 1.89 | 1.91 |
| Weight | 0.06 | 0.05 | 0.03 | 0.03 | 0.03 | 0.02 | 0.02 | 0.02 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | ||||||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | Model 11 | Model 12 | Model 13 | Model 14 | Model 15 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| psi(Int) | 0.12 | 0.01 | 0.17 | -0.04 | 0.02 | -0.00 | 0.09 | 0.05 | 0.30 | 1.17 | 0.30 | 2.77 | -0.07 | -0.06 | -0.32 |
| (1.04) | (1.05) | (1.02) | (0.95) | (1.19) | (1.12) | (1.09) | (1.05) | (1.92) | (3.00) | (1.46) | (0.99) | (1.00) | (0.94) | ||
| psi(Burn.intensity.basal) | 24.58 | 33.01 | 32.52 | 25.98 | 30.57 | 20.13 | |||||||||
| (30.63) | (46.84) | (42.34) | (36.91) | (42.08) | (23.76) | ||||||||||
| psi(Burn.intensity.soil) | -35.11 | -46.92 | -15.73 | -19.75 | -39.44 | -46.62 | -35.58 | -35.31 | -61.73 | -43.99 | -28.23 | -31.42 | -59.32 | ||
| (44.80) | (66.55) | (12.52) | (17.77) | (109.00) | (60.12) | (40.63) | (49.91) | (279.47) | (59.66) | (34.54) | (32.79) | (77.12) | |||
| p(Int) | 10.87 | 7.59 | 7.91 | 7.53 | -1.20 | -1.24 | 6.10 | 7.11 | -2.02 | 7.66 | -2.00 | 7.45 | 6.20 | 6.05 | -3.13 |
| (5.86) | (5.13) | (5.44) | (5.13) | (0.89) | (0.78) | (5.75) | (5.80) | (1.48) | (5.38) | (1.34) | (4.50) | (5.60) | (5.40) | (1.85) | |
| p(Julian) | -0.07* | -0.05 | -0.06 | -0.05 | -0.06 | -0.07* | -0.06 | -0.06* | -0.05 | -0.05 | |||||
| (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | ||||||
| p(Meanhum) | 0.01 | 0.01 | 0.02 | 0.02 | 0.00 | 0.01 | 0.00 | ||||||||
| (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | |||||||||
| p(sdhum) | -0.02 | -0.02 | -0.05 | -0.05 | 0.02 | -0.01 | -0.01 | -0.04 | |||||||
| (0.06) | (0.07) | (0.07) | (0.06) | (0.06) | (0.08) | (0.08) | (0.07) | ||||||||
| psi(Burn.intensity.Canopy) | 13.91 | 17.03 | 33.79 | 31.33 | 52.15 | 27.64 | 53.01 | ||||||||
| (10.98) | (14.89) | (88.87) | (36.61) | (231.31) | (29.32) | (69.51) | |||||||||
| p(Meantemp) | 0.15 | 0.15 | 0.14 | 0.14 | 0.13 | ||||||||||
| (0.12) | (0.13) | (0.13) | (0.13) | (0.11) | |||||||||||
| Log Likelihood | -26.32 | -26.37 | -26.66 | -26.73 | -28.11 | -28.12 | -25.39 | -25.42 | -28.31 | -29.71 | -28.45 | -29.79 | -25.78 | -25.78 | -27.28 |
| AICc | 67.12 | 67.21 | 67.78 | 67.93 | 67.94 | 67.96 | 68.18 | 68.24 | 68.33 | 68.53 | 68.61 | 68.69 | 68.96 | 68.96 | 69.04 |
| Delta | 0.00 | 0.09 | 0.67 | 0.82 | 0.83 | 0.84 | 1.07 | 1.12 | 1.22 | 1.42 | 1.49 | 1.57 | 1.85 | 1.85 | 1.92 |
| Weight | 0.04 | 0.04 | 0.03 | 0.03 | 0.03 | 0.03 | 0.03 | 0.03 | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | |||||||||||||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | |
|---|---|---|---|---|---|---|
| psi(Int) | 0.63 | 0.65 | 0.64 | 0.69 | 0.60 | 1.26** |
| (0.50) | (0.50) | (0.54) | (0.54) | (0.49) | (0.47) | |
| psi(Burn.intensity.soil) | 0.89 | 0.76 | ||||
| (0.81) | (0.61) | |||||
| p(Int) | 1.49* | 1.49* | 2.48 | 1.38* | -1.24 | 1.42* |
| (0.65) | (0.65) | (1.29) | (0.63) | (2.90) | (0.67) | |
| p(Meanhum) | -0.02* | -0.02* | -0.02* | -0.02* | -0.02* | -0.02 |
| (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
| psi(Burn.intensity.Canopy) | 0.77 | 49.35 | ||||
| (0.63) | (100.46) | |||||
| psi(Burn.intensity.basal) | -31.21 | 5.56 | ||||
| (61.72) | ||||||
| p(Meantemp) | -0.05 | |||||
| (0.05) | ||||||
| p(Julian) | 0.01 | |||||
| (0.02) | ||||||
| Log Likelihood | -75.99 | -76.06 | -73.95 | -76.72 | -75.44 | -78.06 |
| AICc | 161.09 | 161.23 | 162.38 | 162.55 | 162.60 | 162.76 |
| Delta | 0.00 | 0.14 | 1.28 | 1.45 | 1.51 | 1.66 |
| Weight | 0.15 | 0.14 | 0.08 | 0.07 | 0.07 | 0.07 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | ||||||
| Model 1 | Model 2 | Model 3 | |
|---|---|---|---|
| psi(Int) | -1.63* | -1.48 | -1.46 |
| (0.82) | (0.85) | (0.81) | |
| psi(Burn.intensity.Canopy) | 26.71 | 34.71 | |
| (31.98) | (56.88) | ||
| psi(Burn.intensity.soil) | -31.00 | -40.71 | -18.74 |
| (38.41) | (68.27) | (16.45) | |
| p(Int) | 18.34* | 23.28 | 15.90* |
| (9.06) | (12.34) | (8.07) | |
| p(Julian) | -0.12* | -0.13* | -0.11* |
| (0.06) | (0.07) | (0.05) | |
| p(Meanhum) | 0.05 | 0.04 | 0.04 |
| (0.03) | (0.03) | (0.02) | |
| p(Meantemp) | -0.17 | ||
| (0.15) | |||
| psi(Burn.intensity.basal) | 13.47 | ||
| (11.40) | |||
| Log Likelihood | -21.00 | -20.13 | -21.81 |
| AICc | 56.47 | 57.66 | 58.10 |
| Delta | 0.00 | 1.19 | 1.63 |
| Weight | 0.22 | 0.12 | 0.10 |
| Num. obs. | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | |||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | |
|---|---|---|---|---|---|---|---|---|---|
| psi(Int) | -0.06 | -0.20 | -1.06 | -0.99 | -1.11 | -1.00 | -1.06 | -0.98 | -1.11 |
| (1.19) | (1.03) | (1.23) | (1.21) | (1.38) | (1.28) | (1.22) | (1.21) | (1.41) | |
| p(Int) | -23.71 | -26.24* | -21.36 | -21.25 | -19.06 | -22.68 | -26.89* | -26.00* | -24.70* |
| (13.80) | (11.08) | (11.47) | (11.31) | (10.38) | (11.67) | (11.40) | (11.16) | (11.01) | |
| p(Julian) | 0.11 | 0.12* | 0.10 | 0.10 | 0.09 | 0.11* | 0.13* | 0.12* | 0.11* |
| (0.06) | (0.05) | (0.05) | (0.05) | (0.05) | (0.06) | (0.06) | (0.06) | (0.05) | |
| p(Meanhum) | -0.01 | -0.02 | -0.02 | -0.02 | -0.02 | ||||
| (0.03) | (0.02) | (0.02) | (0.02) | (0.02) | |||||
| p(sdhum) | -0.01 | -0.02 | -0.02 | -0.01 | |||||
| (0.09) | (0.08) | (0.07) | (0.07) | ||||||
| psi(Burn.intensity.Canopy) | 1.11 | 21.87 | 0.97 | ||||||
| (1.21) | (33.22) | (1.16) | |||||||
| psi(Burn.intensity.basal) | 0.89 | 0.80 | |||||||
| (1.03) | (1.14) | ||||||||
| psi(Burn.intensity.soil) | 2.49 | -11.66 | 2.35 | ||||||
| (2.79) | (19.12) | (2.64) | |||||||
| Log Likelihood | -20.21 | -20.24 | -19.24 | -19.27 | -19.30 | -18.06 | -19.49 | -19.57 | -19.62 |
| AICc | 49.53 | 49.60 | 50.19 | 50.25 | 50.31 | 50.59 | 50.69 | 50.85 | 50.95 |
| Delta | 0.00 | 0.07 | 0.66 | 0.72 | 0.78 | 1.06 | 1.16 | 1.32 | 1.42 |
| Weight | 0.06 | 0.06 | 0.05 | 0.04 | 0.04 | 0.04 | 0.04 | 0.03 | 0.03 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | |||||||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | |
|---|---|---|---|---|---|---|---|---|---|
| psi(Int) | -1.46 | 0.79 | -1.56 | -1.53 | -1.22 | 1.53 | -1.40 | -0.54 | 1.61 |
| (1.34) | (3.14) | (1.25) | (1.32) | (1.42) | (5.36) | (1.21) | (1.51) | (4.44) | |
| psi(Burn.intensity.basal) | -19.01 | -20.18 | -22.13 | -33.77 | |||||
| (17.38) | (20.92) | (26.13) | (39.73) | ||||||
| psi(Burn.intensity.soil) | 32.38 | 34.50 | 37.67 | 33.91 | 15.74 | ||||
| (29.02) | (34.95) | (43.39) | (31.92) | (16.41) | |||||
| p(Int) | -4.78** | -5.36* | 4.25 | -8.32* | -5.13** | -9.30* | 6.45 | -5.43** | 0.78 |
| (1.77) | (2.23) | (6.78) | (3.52) | (1.88) | (3.62) | (7.52) | (1.97) | (5.86) | |
| p(Meanhum) | 0.04 | 0.04 | 0.04 | 0.06* | 0.04 | 0.06* | 0.06* | 0.04 | 0.04 |
| (0.02) | (0.02) | (0.02) | (0.03) | (0.02) | (0.03) | (0.03) | (0.02) | (0.02) | |
| p(Julian) | -0.05 | -0.08* | -0.03 | ||||||
| (0.04) | (0.04) | (0.03) | |||||||
| p(Meantemp) | 0.14 | 0.15 | 0.18 | ||||||
| (0.12) | (0.11) | (0.12) | |||||||
| psi(Burn.intensity.Canopy) | -27.31 | 46.63 | |||||||
| (25.87) | (54.79) | ||||||||
| Log Likelihood | -18.71 | -21.67 | -17.79 | -17.85 | -19.32 | -20.62 | -17.97 | -19.40 | -20.87 |
| AICc | 49.14 | 49.98 | 50.05 | 50.18 | 50.35 | 50.35 | 50.40 | 50.52 | 50.85 |
| Delta | 0.00 | 0.84 | 0.91 | 1.04 | 1.20 | 1.21 | 1.26 | 1.37 | 1.71 |
| Weight | 0.08 | 0.06 | 0.05 | 0.05 | 0.05 | 0.05 | 0.04 | 0.04 | 0.04 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | |||||||||
| Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|
| psi(Int) | -0.65 | -0.65 | -0.69 | -0.72 |
| (0.70) | (0.59) | (0.70) | (0.61) | |
| psi(Burn.intensity.basal) | -44.80 | -60.62 | ||
| (51.07) | (73.36) | |||
| psi(Burn.intensity.Canopy) | 65.47 | 0.53 | 88.81 | |
| (76.22) | (0.31) | (109.04) | ||
| p(Int) | 6.07** | 6.66** | 5.39** | 6.53** |
| (2.03) | (2.34) | (2.07) | (2.34) | |
| p(Meanhum) | -0.04** | -0.05** | -0.04** | -0.05** |
| (0.02) | (0.02) | (0.02) | (0.02) | |
| p(Meantemp) | -0.30** | -0.28* | -0.28** | -0.27* |
| (0.09) | (0.11) | (0.09) | (0.11) | |
| p(sdhum) | 0.05 | |||
| (0.05) | ||||
| psi(Burn.intensity.soil) | 0.54 | |||
| (0.29) | ||||
| Log Likelihood | -44.92 | -47.20 | -44.41 | -47.27 |
| AICc | 104.31 | 106.12 | 106.20 | 106.25 |
| Delta | 0.00 | 1.81 | 1.89 | 1.94 |
| Weight | 0.16 | 0.06 | 0.06 | 0.06 |
| Num. obs. | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | ||||
| Model 1 | Model 2 | |
|---|---|---|
| psi(Int) | -0.06 | -0.17 |
| (0.63) | (0.64) | |
| psi(Burn.intensity.basal) | -83.58 | -614.20 |
| (138.59) | ||
| psi(Burn.intensity.Canopy) | 117.24 | 847.03 |
| (193.98) | ||
| p(Int) | 1.01 | 1.09 |
| (1.10) | (1.10) | |
| p(Meantemp) | -0.19** | -0.19** |
| (0.07) | (0.07) | |
| p(sdhum) | -0.09 | -0.08 |
| (0.06) | (0.06) | |
| p(sdtemp) | 0.73** | 0.71* |
| (0.28) | (0.27) | |
| psi(Burn.intensity.soil) | 16.34 | |
| Log Likelihood | -56.62 | -56.06 |
| AICc | 130.63 | 132.62 |
| Delta | 0.00 | 2.00 |
| Weight | 0.11 | 0.04 |
| Num. obs. | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | ||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | Model 11 | Model 12 | Model 13 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| psi(Int) | 1.04 | 0.88 | 0.92 | 0.83 | 0.95 | 0.94 | 0.75 | 0.74 | 0.71 | 1.09 | 2.07 | 0.99 | 1.47* |
| (0.65) | (0.54) | (0.63) | (0.53) | (0.64) | (0.60) | (0.59) | (0.59) | (0.58) | (0.70) | (1.07) | (0.61) | (0.57) | |
| psi(Burn.intensity.basal) | 11.99 | 10.80 | 0.85 | 24.21 | 24.23 | 28.05 | 12.05 | ||||||
| (9.79) | (8.74) | (0.93) | (20.85) | (20.93) | (65.91) | (9.84) | |||||||
| psi(Burn.intensity.Canopy) | -13.75 | -12.47 | -32.24 | 1.12 | -31.51 | 26.12 | -13.81 | ||||||
| (10.98) | (9.86) | (27.21) | (1.24) | (27.04) | (58.26) | (11.04) | |||||||
| p(Int) | 1.92 | 3.41 | 2.29 | 3.73 | 2.28 | 1.66 | 0.22 | 0.25 | 0.19 | 2.06 | 2.19 | 4.84 | 0.31 |
| (1.43) | (2.86) | (1.32) | (2.86) | (1.31) | (1.40) | (0.62) | (0.62) | (0.62) | (1.24) | (1.30) | (3.20) | (0.68) | |
| p(Meanhum) | -0.01 | -0.00 | -0.01 | -0.01 | -0.01 | -0.01 | -0.00 | -0.00 | -0.00 | -0.01 | -0.01 | -0.01 | -0.00 |
| (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
| p(Meantemp) | -0.07 | -0.10 | -0.10 | -0.06 | -0.10 | -0.11 | -0.08 | ||||||
| (0.07) | (0.06) | (0.06) | (0.07) | (0.05) | (0.06) | (0.07) | |||||||
| p(Julian) | -0.02 | -0.02 | -0.02 | ||||||||||
| (0.01) | (0.01) | (0.01) | |||||||||||
| psi(Burn.intensity.soil) | 4.09 | 3.45 | 25.12 | 2.38 | |||||||||
| (4.12) | (3.83) | (109.79) | |||||||||||
| Log Likelihood | -75.81 | -75.85 | -77.29 | -74.52 | -77.46 | -74.73 | -78.95 | -78.95 | -78.96 | -77.87 | -79.25 | -75.21 | -80.70 |
| AICc | 166.09 | 166.17 | 166.29 | 166.44 | 166.63 | 166.85 | 167.00 | 167.01 | 167.03 | 167.46 | 167.60 | 167.82 | 168.05 |
| Delta | 0.00 | 0.08 | 0.20 | 0.35 | 0.54 | 0.76 | 0.91 | 0.92 | 0.94 | 1.37 | 1.52 | 1.73 | 1.96 |
| Weight | 0.08 | 0.08 | 0.07 | 0.07 | 0.06 | 0.05 | 0.05 | 0.05 | 0.05 | 0.04 | 0.04 | 0.03 | 0.03 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | |||||||||||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | |
|---|---|---|---|---|---|---|
| psi(Int) | 0.90 | 0.61 | 0.66 | 0.43 | 0.56 | 0.40 |
| (0.57) | (0.47) | (0.49) | (0.40) | (0.45) | (0.39) | |
| p(Int) | 2.98 | 4.50 | -2.36 | -0.45 | 5.52 | 0.07 |
| (3.17) | (3.26) | (1.32) | (0.77) | (3.31) | (0.49) | |
| p(Julian) | -0.03 | -0.03 | -0.03 | |||
| (0.02) | (0.02) | (0.02) | ||||
| p(Meanhum) | 0.02 | 0.01 | 0.02 | 0.01 | ||
| (0.01) | (0.01) | (0.01) | (0.01) | |||
| p(sdtemp) | 0.43 | 0.37 | ||||
| (0.23) | (0.23) | |||||
| p(sdhum) | 0.04 | 0.01 | ||||
| (0.05) | (0.05) | |||||
| Log Likelihood | -66.27 | -67.98 | -68.08 | -69.33 | -68.15 | -69.64 |
| AICc | 144.25 | 145.08 | 145.27 | 145.32 | 145.41 | 145.94 |
| Delta | 0.00 | 0.83 | 1.02 | 1.07 | 1.17 | 1.69 |
| Weight | 0.07 | 0.05 | 0.04 | 0.04 | 0.04 | 0.03 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | ||||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | |
|---|---|---|---|---|---|---|
| psi(Int) | 8.20 | 8.02 | -0.51 | -0.42 | -0.08 | 5.90 |
| (85.57) | (67.46) | (2.26) | (2.32) | (1.17) | (21.85) | |
| p(Int) | 1.29 | -0.25 | 1.52 | 1.52 | 4.74 | 5.58 |
| (2.16) | (2.62) | (2.16) | (2.17) | (4.57) | (6.46) | |
| p(Meanhum) | -0.11 | -0.13 | -0.10 | -0.10 | -0.26 | -0.11 |
| (0.06) | (0.08) | (0.06) | (0.06) | (0.19) | (0.06) | |
| p(sdtemp) | 0.62 | |||||
| (0.50) | ||||||
| psi(Burn.intensity.basal) | 0.68 | |||||
| (0.87) | ||||||
| psi(Burn.intensity.Canopy) | 0.87 | |||||
| (1.20) | ||||||
| p(sdhum) | 0.35 | |||||
| (0.28) | ||||||
| p(Julian) | -0.02 | |||||
| (0.03) | ||||||
| Log Likelihood | -10.75 | -9.88 | -10.47 | -10.49 | -10.50 | -10.51 |
| AICc | 28.14 | 28.87 | 30.05 | 30.10 | 30.11 | 30.13 |
| Delta | 0.00 | 0.73 | 1.91 | 1.96 | 1.97 | 1.99 |
| Weight | 0.09 | 0.06 | 0.03 | 0.03 | 0.03 | 0.03 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | ||||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | |
|---|---|---|---|---|---|---|---|
| psi(Int) | -1.71 | 5.15 | -1.80 | 4.21 | 3.14 | -1.69 | 4.24 |
| (1.87) | (5.79) | (1.59) | (4.62) | (3.32) | (1.53) | (4.88) | |
| psi(Burn.intensity.basal) | -112.34 | 142.33 | -130.52 | 113.13 | 92.39 | -124.73 | 107.12 |
| (84.85) | (150.37) | (82.42) | (124.42) | (98.33) | (79.84) | (124.97) | |
| psi(Burn.intensity.Canopy) | 112.69 | 129.98 | 124.13 | ||||
| (83.54) | (81.35) | (78.65) | |||||
| p(Int) | 0.48 | -1.28 | -0.32 | -0.91 | -2.57 | 0.12 | -1.58 |
| (1.47) | (0.75) | (1.70) | (1.16) | (1.41) | (1.60) | (1.03) | |
| p(Meantemp) | -0.14 | -0.21 | 0.08 | -0.16 | |||
| (0.10) | (0.12) | (0.11) | (0.11) | ||||
| psi(Burn.intensity.soil) | -103.56 | -82.39 | -67.20 | -78.10 | |||
| (109.41) | (90.64) | (71.61) | (91.19) | ||||
| p(sdhum) | -0.03 | 0.07 | |||||
| (0.06) | (0.09) | ||||||
| p(sdtemp) | 0.53 | -0.03 | |||||
| (0.42) | (0.26) | ||||||
| p(Meanhum) | -0.01 | ||||||
| (0.02) | |||||||
| Log Likelihood | -15.75 | -15.91 | -14.63 | -15.98 | -16.56 | -15.21 | -16.69 |
| AICc | 43.11 | 43.54 | 43.58 | 43.67 | 44.73 | 44.89 | 45.00 |
| Delta | 0.00 | 0.42 | 0.47 | 0.56 | 1.62 | 1.77 | 1.88 |
| Weight | 0.08 | 0.06 | 0.06 | 0.06 | 0.04 | 0.03 | 0.03 |
| Num. obs. | 41 | 41 | 41 | 41 | 41 | 41 | 41 |
| p < 0.001, p < 0.01, p < 0.05 | |||||||
## ~/Documents/new_bats/Rnew_bats/Bats_data_products/fire.asc has GDAL driver AAIGrid
## and has 250 rows and 434 columns
## ~/Documents/new_bats/Rnew_bats/Bats_data_products/not_fire.asc has GDAL driver AAIGrid
## and has 250 rows and 434 columns
| with.fire | without.fire | with.fire.sd | |
|---|---|---|---|
| Yuma.Myotis | 0.23 | 0.18 | 0.41 |
| Small.Footed.Myotis | 0.15 | 0.09 | 0.33 |
| Little.Brown.Bat | 0.13 | 0.21 | 0.26 |
| Western.Red.Bat | 0.12 | 0.53 | 0.31 |
| Long.eared.Bat | 0.22 | 0.65 | 0.39 |
| Pallid.Bat | 0.09 | 0.16 | 0.28 |
| Townsend.s.big.eared.Bat | 0.16 | 0.19 | 0.35 |
| Big.Brow.Bat | 0.21 | 0.35 | 0.39 |
| Silver.Haired.Bat | 0.18 | 0.49 | 0.36 |
| Brazilian.free.tailed.bat | 0.19 | 0.74 | 0.37 |
| western.mastiff.bat | 0.01 | 0.15 | 0.07 |
##
## One Sample t-test
##
## data: myyu
## t = 23.888, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.1818892
## 95 percent confidence interval:
## 0.2256631 0.2334887
## sample estimates:
## mean of x
## 0.2295759
##
## One Sample t-test
##
## data: myci
## t = 36.501, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.09200702
## 95 percent confidence interval:
## 0.1482991 0.1546876
## sample estimates:
## mean of x
## 0.1514933
##
## One Sample t-test
##
## data: mylu
## t = -57.863, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.2051132
## 95 percent confidence interval:
## 0.1304989 0.1353882
## sample estimates:
## mean of x
## 0.1329435
##
## One Sample t-test
##
## data: labl
## t = -264.62, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.5267009
## 95 percent confidence interval:
## 0.1164016 0.1224351
## sample estimates:
## mean of x
## 0.1194183
##
## One Sample t-test
##
## data: myev
## t = -229.73, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.6525984
## 95 percent confidence interval:
## 0.2128346 0.2202750
## sample estimates:
## mean of x
## 0.2165548
##
## One Sample t-test
##
## data: anpa
## t = -52.936, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.1632505
## 95 percent confidence interval:
## 0.08879395 0.09411075
## sample estimates:
## mean of x
## 0.09145235
##
## One Sample t-test
##
## data: coto
## t = -21.478, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.1948568
## 95 percent confidence interval:
## 0.1550577 0.1617141
## sample estimates:
## mean of x
## 0.1583859
##
## One Sample t-test
##
## data: epfu
## t = -75.202, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.3493452
## 95 percent confidence interval:
## 0.2018752 0.2093671
## sample estimates:
## mean of x
## 0.2056211
##
## One Sample t-test
##
## data: lano
## t = -173.63, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.4905386
## 95 percent confidence interval:
## 0.1775398 0.1845274
## sample estimates:
## mean of x
## 0.1810336
##
## One Sample t-test
##
## data: tabr
## t = -301.07, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.7393856
## 95 percent confidence interval:
## 0.1895036 0.1966171
## sample estimates:
## mean of x
## 0.1930604
##
## One Sample t-test
##
## data: eupe
## t = -413.34, df = 41875, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 0.1519613
## 95 percent confidence interval:
## 0.008627646 0.009980571
## sample estimates:
## mean of x
## 0.009304108
library(vioplot)
## Loading required package: sm
## Package 'sm', version 2.2-5.4: type help(sm) for summary information
vioplot(myyu,myci, mylu, labl, myev, anpa, coto, epfu, lano, tabr, eupe, col="grey")